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Machine Learning Engineer - Algorithm / Big Data

Machine Learning Engineer - Algorithm / Big Data

XHire.OneBangalore
30+ days ago
Job description

Key Responsibilities :

  • Design, develop, and deploy machine learning models and algorithms to solve complex business problems.
  • Implement MLOps best practices to ensure robust, scalable, and maintainable machine learning pipelines.
  • Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions.
  • Monitor and optimize the performance of machine learning models in production.
  • Develop and maintain automated testing, continuous integration, and continuous deployment (CI / CD) pipelines for machine learning models.
  • Ensure data quality and integrity throughout the machine learning lifecycle.
  • Stay up-to-date with the latest advancements in machine learning, MLOps, and related technologies.

Qualifications :

  • 4+ years of experience in machine learning and data science.
  • Proven experience with MLOps tools and frameworks (e.g., MLflow, Kubeflow, TFX).
  • Strong programming skills in Python and familiarity with machine learning libraries (e.g., TensorFlow, PyTorch, Scikit-learn).
  • Experience with cloud platforms (e.g., AWS, GCP, Azure) and containerization technologies (e.g., Docker, Kubernetes).
  • Solid understanding of software engineering principles, including version control (e.g., Git), testing, and code reviews.
  • Excellent problem-solving skills and the ability to work independently and as part of a team.
  • Strong communication skills and the ability to convey complex technical concepts to non-technical stakeholders.
  • Preferred Qualifications :

  • Experience with big data technologies (e.g., Hadoop, Spark).
  • Knowledge of data engineering and ETL processes.
  • Familiarity with DevOps practices and tools.
  • ref : hirist.tech)

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